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Abstract: Developing data mining algorithms that are suitable for cloud computingplatforms is currently an active area of research, as is developing cloudcomputing platforms appropriate for data mining. Currently, the most commonbenchmark for cloud computing is the Terasort and related benchmarks.Although the Terasort Benchmark is quite useful, it was not designed for datamining per se. In this paper, we introduce a benchmark called MalStone that isspecifically designed to measure the performance of cloud computing middlewarethat supports the type of data intensive computing common when building datamining models. We also introduce MalGen, which is a utility for generating dataon clouds that can be used with MalStone.



Autor: Collin Bennett, Robert L. Grossman, David Locke, Jonathan Seidman, Steve Vejcik

Fuente: https://arxiv.org/



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